Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends

Xinrui Wang, Wenhai Wan, Chuanxin Geng +2

Learning binary classifiers from positive and unlabeled data (PUL) is vital in many real-world applications, especially when verifying negative examples is difficult. Despite the i…